Skip to main content
Top
Published in: BMC Infectious Diseases 1/2020

Open Access 01-12-2020 | Care | Research article

Quantifying the relative impact of contact heterogeneity on MRSA transmission in ICUs - a modelling study

Authors: Hao Lei, Rachael M. Jones, Yuguo Li

Published in: BMC Infectious Diseases | Issue 1/2020

Login to get access

Abstract

Background

An efficient surface cleaning strategy would first target cleaning to surfaces that make large contributions to the risk of infections.

Methods

In this study, we used data from the literature about methicillin-resistant Staphylococcus aureus (MRSA) and developed an ordinary differential equations based mathematical model to quantify the impact of contact heterogeneity on MRSA transmission in a hypothetical 6-bed intensive care unit (ICU). The susceptible patients are divided into two types, these who are cared by the same nurse as the MRSA infected patient (Type 1) and these who are not (Type 2).

Results

The results showed that the mean MRSA concentration on three kinds of susceptible patient nearby surfaces was significantly linearly associated with the hand-touch frequency (p < 0.05). The noncompliance of daily cleaning on patient nearby high-touch surfaces (HTSs) had the most impact on MRSA transmission. If the HTSs were not cleaned, the MRSA exposure to Type 1 and 2 susceptible patients would increase 118.4% (standard deviation (SD): 33.0%) and 115.4% (SD: 30.5%) respectively. The communal surfaces (CSs) had the least impact, if CSs were not cleaned, the MRSA exposure to Type 1 susceptible patient would only increase 1.7% (SD: 1.3). The impact of clinical equipment (CE) differed largely for two types of susceptible patients. If the CE was not cleaned, the exposure to Type 1 patients would only increase 8.4% (SD: 3.0%), while for Type 2 patients, it can increase 70.4% (SD: 25.4%).

Conclusions

This study provided a framework to study the pathogen concentration dynamics on environmental surfaces and quantitatively showed the importance of cleaning patient nearby HTSs on controlling the nosocomial infection transmission via contact route.
Appendix
Available only for authorised users
Literature
1.
go back to reference Zimlichman E, Henderson D, Tamir O, Franz C, Song P, Yamin CK, et al. Health care-associated infections: a meta-analysis of costs and financial impact on the US health care system. JAMA Intern Med. 2013;173:2039–46.CrossRef Zimlichman E, Henderson D, Tamir O, Franz C, Song P, Yamin CK, et al. Health care-associated infections: a meta-analysis of costs and financial impact on the US health care system. JAMA Intern Med. 2013;173:2039–46.CrossRef
2.
go back to reference Otter JA, Yezli S, French GL. The role played by contaminated surfaces in the transmission of nosocomial pathogens. Infect Control Hosp Epidemiol. 2011;32:687–99.CrossRef Otter JA, Yezli S, French GL. The role played by contaminated surfaces in the transmission of nosocomial pathogens. Infect Control Hosp Epidemiol. 2011;32:687–99.CrossRef
3.
go back to reference Dancer SJ, White LF, Lamb J, Girvan KE, Robertson C. Measuring the effect of enhanced cleaning in a UK hospital: a prospective cross-over study. BMC Med. 2009;7:28.CrossRef Dancer SJ, White LF, Lamb J, Girvan KE, Robertson C. Measuring the effect of enhanced cleaning in a UK hospital: a prospective cross-over study. BMC Med. 2009;7:28.CrossRef
4.
go back to reference Rampling A, Wiseman S, Davis L, Hyett AP, Walbridge AN, Payne GC, et al. Evidence that hospital hygiene is important in the control of methicillin-resistant Staphylococcus aureus. J Hosp Infect. 2001;49:109–16.CrossRef Rampling A, Wiseman S, Davis L, Hyett AP, Walbridge AN, Payne GC, et al. Evidence that hospital hygiene is important in the control of methicillin-resistant Staphylococcus aureus. J Hosp Infect. 2001;49:109–16.CrossRef
5.
go back to reference Mitchell BG, Hall L, White N, Barnett AG, Halton K, Dl P, et al. An environmental cleaning bundle and health-care associated infections in hospitals (REACH): a multicenter, randomized trial. Lancet Infect Dis. 2019;19:410–8.CrossRef Mitchell BG, Hall L, White N, Barnett AG, Halton K, Dl P, et al. An environmental cleaning bundle and health-care associated infections in hospitals (REACH): a multicenter, randomized trial. Lancet Infect Dis. 2019;19:410–8.CrossRef
6.
go back to reference Huslage K, Rutala WA, Weber DJ. A quantitative approach to defining “high-touch” surfaces in hospitals. Infect Control Hosp Epidemiol. 2010;31:850–3.CrossRef Huslage K, Rutala WA, Weber DJ. A quantitative approach to defining “high-touch” surfaces in hospitals. Infect Control Hosp Epidemiol. 2010;31:850–3.CrossRef
7.
go back to reference Bhalla A, Pultz NJ, Gries DM, Ray AJ, Eckstein EC, Aron DC, et al. Acquisition of nosocomial pathogens on hands after contact with environmental surfaces near hospitalized patients. Infect Control Hosp Epidemiol. 2004;25:164–7.CrossRef Bhalla A, Pultz NJ, Gries DM, Ray AJ, Eckstein EC, Aron DC, et al. Acquisition of nosocomial pathogens on hands after contact with environmental surfaces near hospitalized patients. Infect Control Hosp Epidemiol. 2004;25:164–7.CrossRef
8.
go back to reference Dancer SJ. Importance of the environment in meticillin-resistant Staphylococcus aureus acquisition: the case for hospital cleaning. Lancet Infect Dis. 2008;8:101–13.CrossRef Dancer SJ. Importance of the environment in meticillin-resistant Staphylococcus aureus acquisition: the case for hospital cleaning. Lancet Infect Dis. 2008;8:101–13.CrossRef
9.
go back to reference Zivich PN, Gancz AS, Aiello AE. Effect of hand hygiene on infectious diseases in the office workplace: a systematic review. Am J Infect Control. 2018;46:448.CrossRef Zivich PN, Gancz AS, Aiello AE. Effect of hand hygiene on infectious diseases in the office workplace: a systematic review. Am J Infect Control. 2018;46:448.CrossRef
10.
go back to reference Sehulster L, Chinn RY. Centers for Disease Control and Prevention (CDC), healthcare infection control practices advisory committee (HICPAC). Guidelines for environmental infection control in health-care facilities. Recommendations of CDC and the HICPAC. MMWR Recomm Rep. 2003;52:1–42.PubMed Sehulster L, Chinn RY. Centers for Disease Control and Prevention (CDC), healthcare infection control practices advisory committee (HICPAC). Guidelines for environmental infection control in health-care facilities. Recommendations of CDC and the HICPAC. MMWR Recomm Rep. 2003;52:1–42.PubMed
11.
go back to reference Otter JA, Yezli S, Ath GLF. The role played by contaminated surfaces in the transmission of nosocomial pathogens. Infect Control Hosp Epidemiol. 2011;32:687–99.CrossRef Otter JA, Yezli S, Ath GLF. The role played by contaminated surfaces in the transmission of nosocomial pathogens. Infect Control Hosp Epidemiol. 2011;32:687–99.CrossRef
12.
go back to reference Grundmann H, Hellriegel B. Mathematical modelling: a tool for hospital infection control. Lancet Infect Dis. 2006;6:39–45.CrossRef Grundmann H, Hellriegel B. Mathematical modelling: a tool for hospital infection control. Lancet Infect Dis. 2006;6:39–45.CrossRef
13.
go back to reference Wang X, Xiao Y, Wang J, Lu X. A mathematical model of effects of environmental contamination and presence of volunteers on hospital infections in China. J Theor Biol. 2012;293:161–73.CrossRef Wang X, Xiao Y, Wang J, Lu X. A mathematical model of effects of environmental contamination and presence of volunteers on hospital infections in China. J Theor Biol. 2012;293:161–73.CrossRef
14.
go back to reference Lei H, Jones RM, Li Y. Exploring surface cleaning strategies in hospital to prevent contact transmission of methicillin-resistant Staphylococcus aureus. BMC Infect Dis. 2017;17(1):85.CrossRef Lei H, Jones RM, Li Y. Exploring surface cleaning strategies in hospital to prevent contact transmission of methicillin-resistant Staphylococcus aureus. BMC Infect Dis. 2017;17(1):85.CrossRef
15.
go back to reference Kwok KO, Read JM, Tang A, Chen H, Kam KM. A systematic review of transmission dynamic studies of methicillin-resistant staphylococcus aureus in non-hospital residential facilities. BMC Infect Dis. 2018;18:188.CrossRef Kwok KO, Read JM, Tang A, Chen H, Kam KM. A systematic review of transmission dynamic studies of methicillin-resistant staphylococcus aureus in non-hospital residential facilities. BMC Infect Dis. 2018;18:188.CrossRef
16.
go back to reference Wang J, Wang L, Magal P, Wang Y, Zhou J, Lu X, Ruan S. Modelling the transmission dynamics of methicillin-resistant Staphylococcus aureus in Beijing Tongren hospital. J Hosp Infect. 2011;79:302–8.CrossRef Wang J, Wang L, Magal P, Wang Y, Zhou J, Lu X, Ruan S. Modelling the transmission dynamics of methicillin-resistant Staphylococcus aureus in Beijing Tongren hospital. J Hosp Infect. 2011;79:302–8.CrossRef
17.
go back to reference Beauparlant M, Smith R. A metapopulation model for the spread of MRSA in correctional facilities. Infect Dis Model. 2016;1:11–27.PubMedPubMedCentral Beauparlant M, Smith R. A metapopulation model for the spread of MRSA in correctional facilities. Infect Dis Model. 2016;1:11–27.PubMedPubMedCentral
18.
go back to reference Lesosky M, McGeer A, Simor A, Green K, Low DE, Raboud J. Effect of patterns of transferring patients among healthcare institutions on rates of nosocomial methicillin-resistant Staphylococcus aureus transmission: a Monte Carlo simulation. Infect Control Hosp Epidemiol. 2011;32:136–47.CrossRef Lesosky M, McGeer A, Simor A, Green K, Low DE, Raboud J. Effect of patterns of transferring patients among healthcare institutions on rates of nosocomial methicillin-resistant Staphylococcus aureus transmission: a Monte Carlo simulation. Infect Control Hosp Epidemiol. 2011;32:136–47.CrossRef
19.
go back to reference Batina NG, Crnich CJ, Anderson DF, Dopfer D. Models to predict prevalence and transition dynamics of methicillin-resistant Staphylococcus aureus in community nursing homes. Am J Infect Control. 2016;44:507–14.CrossRef Batina NG, Crnich CJ, Anderson DF, Dopfer D. Models to predict prevalence and transition dynamics of methicillin-resistant Staphylococcus aureus in community nursing homes. Am J Infect Control. 2016;44:507–14.CrossRef
20.
go back to reference Plipat N, Spicknall LH, Koopman JS, Eisenberg JNS. The dynamics of methicillin-resistant Staphylococcus aureus exposure in a hospital model and the potential for environmental intervention. BMC Infect Dis. 2013;13:595.CrossRef Plipat N, Spicknall LH, Koopman JS, Eisenberg JNS. The dynamics of methicillin-resistant Staphylococcus aureus exposure in a hospital model and the potential for environmental intervention. BMC Infect Dis. 2013;13:595.CrossRef
21.
go back to reference Adams C, Smith J, Watson V, Robertson C, Dancer SJ. Examining the association between surface bioburden and frequently touched sites in intensive care. J Hosp Infect. 2017;95:76–80.CrossRef Adams C, Smith J, Watson V, Robertson C, Dancer SJ. Examining the association between surface bioburden and frequently touched sites in intensive care. J Hosp Infect. 2017;95:76–80.CrossRef
22.
go back to reference Dara SI, Afessa B. Intensivist-to-bed ratio: association with outcomes in the medical ICU. Chest. 2005;128:567–72.CrossRef Dara SI, Afessa B. Intensivist-to-bed ratio: association with outcomes in the medical ICU. Chest. 2005;128:567–72.CrossRef
23.
go back to reference Temime L, Opatowski L, Pannet Y, Brun-Buisson C, Boëlle PY, Guillemot D. Peripatetic health-care workers as potential superspreaders. PNAS. 2009;106:18420–5.CrossRef Temime L, Opatowski L, Pannet Y, Brun-Buisson C, Boëlle PY, Guillemot D. Peripatetic health-care workers as potential superspreaders. PNAS. 2009;106:18420–5.CrossRef
24.
go back to reference Hollingsworth JC, Chisholm CD, Giles BK, Cordell WH, Nelson DR. How do physicians and nurses spend their time in the emergency department? Ann Emerg Med. 1998;31:87–91.CrossRef Hollingsworth JC, Chisholm CD, Giles BK, Cordell WH, Nelson DR. How do physicians and nurses spend their time in the emergency department? Ann Emerg Med. 1998;31:87–91.CrossRef
25.
go back to reference McArdle FI, Lee RJ, Gibb AP, Walsh TS. How much time is needed for hand hygiene in intensive care? A prospective trained observer study of rates of contact between healthcare workers and intensive care patients. J Hosp Infect. 2006;62:304–10.CrossRef McArdle FI, Lee RJ, Gibb AP, Walsh TS. How much time is needed for hand hygiene in intensive care? A prospective trained observer study of rates of contact between healthcare workers and intensive care patients. J Hosp Infect. 2006;62:304–10.CrossRef
26.
go back to reference Cheng VCC, Chau PH, Lee WM, Ho SKY, Lee DWY, So SYC, et al. Hand-touch contact assessment of high-touch and mutual-touch surfaces among healthcare workers, patients, and visitors. J Hosp Infect. 2015;90:220–5.CrossRef Cheng VCC, Chau PH, Lee WM, Ho SKY, Lee DWY, So SYC, et al. Hand-touch contact assessment of high-touch and mutual-touch surfaces among healthcare workers, patients, and visitors. J Hosp Infect. 2015;90:220–5.CrossRef
27.
go back to reference Siegel JD, Rhinehart E, Jackson M, Chiarello L. Guideline for isolation precautions: preventing transmission of infectious agents in health care settings. Am J Infect Control. 2007;35:65–164.CrossRef Siegel JD, Rhinehart E, Jackson M, Chiarello L. Guideline for isolation precautions: preventing transmission of infectious agents in health care settings. Am J Infect Control. 2007;35:65–164.CrossRef
28.
go back to reference Cheng KL, Boost MV, Yee JY. Study on the effectiveness of disinfection with wipes against methicillin-resistant Staphylococcus aureus and implications for hospital hygiene. Am J Infect Control. 2011;39:577–80.CrossRef Cheng KL, Boost MV, Yee JY. Study on the effectiveness of disinfection with wipes against methicillin-resistant Staphylococcus aureus and implications for hospital hygiene. Am J Infect Control. 2011;39:577–80.CrossRef
29.
go back to reference Eveillard M, Hitoto H, Raymond F, Kouatchet A, Dubé L, Guilloteau V, et al. Measurement and interpretation of hand hygiene compliance rates: importance of monitoring entire care episodes. J Hosp Infect. 2009;72:211–7.CrossRef Eveillard M, Hitoto H, Raymond F, Kouatchet A, Dubé L, Guilloteau V, et al. Measurement and interpretation of hand hygiene compliance rates: importance of monitoring entire care episodes. J Hosp Infect. 2009;72:211–7.CrossRef
30.
go back to reference Petti S, De Giusti M, Moroni C, Polimeni A. Long-term survival curve of methicillin-resistant Staphylococcus aureus on clinical contact surfaces in natural-like conditions. Am J Infect Control. 2012;40:1010–2.CrossRef Petti S, De Giusti M, Moroni C, Polimeni A. Long-term survival curve of methicillin-resistant Staphylococcus aureus on clinical contact surfaces in natural-like conditions. Am J Infect Control. 2012;40:1010–2.CrossRef
31.
go back to reference Wagenvoort JH, Sluijsmans W, Penders RJ. Better environmental survival of outbreak vs. sporadic MRSA isolates. J Hosp Infect. 2000;45:231–4.CrossRef Wagenvoort JH, Sluijsmans W, Penders RJ. Better environmental survival of outbreak vs. sporadic MRSA isolates. J Hosp Infect. 2000;45:231–4.CrossRef
32.
go back to reference Wilson APR, Smyth D, Moore G, Singleton J, Jackson R, Gant V, et al. The impact of enhanced cleaning within the intensive care unit on contamination of the near-patient environment with hospital pathogens: a randomized crossover study in critical care units in two hospitals. Crit Care Med. 2011;39:651–8.CrossRef Wilson APR, Smyth D, Moore G, Singleton J, Jackson R, Gant V, et al. The impact of enhanced cleaning within the intensive care unit on contamination of the near-patient environment with hospital pathogens: a randomized crossover study in critical care units in two hospitals. Crit Care Med. 2011;39:651–8.CrossRef
33.
go back to reference Pourbohloul B, Meyers LA, Skowronski DM, Krajden M, Patrick DM, Brunham RC. Modeling control strategies of respiratory pathogens. Emerg Infect Dis. 2005;11:1249–56.CrossRef Pourbohloul B, Meyers LA, Skowronski DM, Krajden M, Patrick DM, Brunham RC. Modeling control strategies of respiratory pathogens. Emerg Infect Dis. 2005;11:1249–56.CrossRef
34.
go back to reference Kurgat EK, Sexton JD, Garavito F, Reynolds A, Contreras BD, Gerba CP, et al. Impact of a hygiene intervention on virus spread in an office building. Int J Hyg Environ Health. 2019;222:479–85.CrossRef Kurgat EK, Sexton JD, Garavito F, Reynolds A, Contreras BD, Gerba CP, et al. Impact of a hygiene intervention on virus spread in an office building. Int J Hyg Environ Health. 2019;222:479–85.CrossRef
35.
go back to reference Dancer SJ. The role of environmental cleaning in the control of hospital-acquired infection. J Hosp Infect. 2009;73:378–85.CrossRef Dancer SJ. The role of environmental cleaning in the control of hospital-acquired infection. J Hosp Infect. 2009;73:378–85.CrossRef
36.
go back to reference Carling PC, Briggs JL, Perkins J, Highlander D. Improved cleaning of patient rooms using a new targeting method. Clin Infect Dis. 2006;42:385–8.CrossRef Carling PC, Briggs JL, Perkins J, Highlander D. Improved cleaning of patient rooms using a new targeting method. Clin Infect Dis. 2006;42:385–8.CrossRef
37.
go back to reference Goodman ER, Platt R, Bass R, Onderdonk AB, Yokoe DS, Huang SS. Impact of an environmental cleaning intervention on the presence of methicillin-resistant Staphylococcus aureus and vancomycin-resistant enterococci on surfaces in intensive care unit rooms. Infect Control Hosp Epidemiol. 2008;29:593–9.CrossRef Goodman ER, Platt R, Bass R, Onderdonk AB, Yokoe DS, Huang SS. Impact of an environmental cleaning intervention on the presence of methicillin-resistant Staphylococcus aureus and vancomycin-resistant enterococci on surfaces in intensive care unit rooms. Infect Control Hosp Epidemiol. 2008;29:593–9.CrossRef
38.
go back to reference Dancer SJ, White L, Robertson C. Monitoring environmental cleanliness on two surgical wards. Int J Environ Heal R. 2008;18:357–64.CrossRef Dancer SJ, White L, Robertson C. Monitoring environmental cleanliness on two surgical wards. Int J Environ Heal R. 2008;18:357–64.CrossRef
39.
go back to reference Hugonnet S, Chevrolet JC, Pittet D. The effect of workload on infection risk in critically ill patients. Crit Care Med. 2007;35:76–81.CrossRef Hugonnet S, Chevrolet JC, Pittet D. The effect of workload on infection risk in critically ill patients. Crit Care Med. 2007;35:76–81.CrossRef
40.
go back to reference Scanvic A, Denic L, Gaillon S, Giry P, Andremont A, Lucet JC. Duration of colonisation by methicillin-resistant Staphylococcus aureus after hospital discharge and risk factors for prolonged carriage. Clin Infect Dis. 2001;32:1393–8.CrossRef Scanvic A, Denic L, Gaillon S, Giry P, Andremont A, Lucet JC. Duration of colonisation by methicillin-resistant Staphylococcus aureus after hospital discharge and risk factors for prolonged carriage. Clin Infect Dis. 2001;32:1393–8.CrossRef
Metadata
Title
Quantifying the relative impact of contact heterogeneity on MRSA transmission in ICUs - a modelling study
Authors
Hao Lei
Rachael M. Jones
Yuguo Li
Publication date
01-12-2020
Publisher
BioMed Central
Keyword
Care
Published in
BMC Infectious Diseases / Issue 1/2020
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/s12879-019-4738-0

Other articles of this Issue 1/2020

BMC Infectious Diseases 1/2020 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.